ENGLISH

Inductive Logic Programming: 26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers

By James Cussens , Alessandra Russo (eds.)

Book information

Publisher
Springer International Publishing
Year
2017
ISBN
978-3-319-63341-1, 978-3-319-63342-8
Language
english
Format
PDF
Filesize
5 MB (5348399 bytes)
Series
Lecture Notes in Computer Science 10326
Pages
\147
Time added
2017-08-08 21:00:00
Artificial Intelligence (incl. Robotics);Mathemati

Description

Front Matter....Pages I-XVII Estimation-Based Search Space Traversal in PILP Environments....Pages 1-13 Inductive Logic Programming Meets Relational Databases: Efficient Learning of Markov Logic Networks....Pages 14-26 Online Structure Learning for Traffic Management....Pages 27-39 Learning Through Advice-Seeking via Transfer....Pages 40-51 How Does Predicate Invention Affect Human Comprehensibility?....Pages 52-67 Distributional Learning of Regular Formal Graph System of Bounded Degree....Pages 68-80 Learning Relational Dependency Networks for Relation Extraction....Pages 81-93 Towards Nonmonotonic Relational Learning from Knowledge Graphs....Pages 94-107 Learning Predictive Categories Using Lifted Relational Neural Networks....Pages 108-119 Generation of Near-Optimal Solutions Using ILP-Guided Sampling....Pages 120-131 Back Matter....Pages 133-133

Similar books